Advecting Superspecies: Efficiently Modeling Transport of Organic Aerosol With a Mass‐Conserving Dimensionality Reduction Method

Abstract The chemical transport model LOTOS‐EUROS uses a volatility basis set (VBS) approach to represent the formation of secondary organic aerosol (SOA) in the atmosphere. Inclusion of the VBS approximately doubles the dimensionality of LOTOS‐EUROS and slows computation of the advection operator b...

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Principais autores:	Patrick Obin Sturm, Astrid Manders, Ruud Janssen, Arjo Segers, Anthony S. Wexler, Hai Xiang Lin
Format:	Artigo
Jezik:	Inglês
Izdano:	American Geophysical Union (AGU) 2023-03-01
Serija:	Journal of Advances in Modeling Earth Systems
Teme:	organic aerosol chemical transport modeling dimensionality reduction machine learning advection atmospheric composition
Online dostop:	https://doi.org/10.1029/2022MS003235
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